Amplitude

With Amplitude on your site, every user gets da_class and the other da_* fields as user properties. Segment any chart by them. Nothing to add in code.

What Amplitude gets

const identify = new amplitude.Identify();
identify.set('da_class', 'human');   // and the same for all nine fields
amplitude.identify(identify);

The script sends it on every new verdict. It works with Browser SDK 2 and with the older SDK. Needs analytics consent. Field values: Verdict.

Use it

• Humans only: in a chart's segment, add where user property da_class = human.
• Compare: group a chart by da_class to see humans, bots and agents side by side.
• A cohort to exclude: create a cohort of users with da_class = bot and leave it out of your dashboards.

Check it worked

Open your site, then in Amplitude go to Users › User Profiles and find your own user by device ID. Its user properties should include da_class.

Next: HubSpot or How integrations work.